An Efficient Multiscale Pyramid Attention Network for Face Detection in Surveillance Images

Table 3

The ablation experiments of our strategies on the Wider Face validation test.

Method	Baseline					+DA
+ CM
+ FAP
+ FF
+ HFM
Accuracy (mAP[easy])	92.4	93.0	93.4	93.6	94.8	96.3
Accuracy (mAP[medium])	91.0	91.3	91.5	91.8	93.6	95.1
Accuracy (mAP[hard])	78.6	82.3	85.1	85.4	87.9	89.2